Packages

bocha-search-mcp is an MCP server that exposes search tools for AI applications. It provides a general web search tool and an AI-enhanced search tool that returns additional structured “modal cards” (e.g., weather/百科/医疗/列车等) alongside web results.

fastmcp-builder is a Claude Code skill and reference project that helps you generate production-ready MCP servers using the FastMCP Python framework. It provides reference guides, runnable examples, and a complete reference implementation (including OAuth integration, testing patterns, and a recommended project structure).

fetch-mcp is an MCP server that provides tools to fetch arbitrary URLs (returning HTML or Markdown) and to fetch YouTube video transcripts.

Provides a local Model Context Protocol (MCP) server that integrates with Jamf Pro APIs (Jamf Pro REST and Classic APIs) to allow AI tools to perform device/computer, mobile device, policy, and other management operations via MCP tool calls. Supports OAuth2 and Basic authentication to Jamf Pro and includes configuration for selecting toolsets and dynamic tool discovery.

A Java (Spring Boot) MCP server that exposes weather data and real-time stock price data. It supports SSE streaming via a localhost endpoint and fetches stock prices from API Ninja using a provided API key.

An MCP server (and companion CLI/webserver) that counts characters in input text—returning total characters (including spaces) and non-space characters—with support for multi-byte Unicode like Japanese and emojis.

OpenRLHF is an open-source RLHF framework for training and improving language models using reinforcement learning from human feedback. It provides distributed RL training (e.g., PPO, REINFORCE++, GRPO, RLOO) built around Ray orchestration and vLLM-based fast sample generation, with support for multi-turn agent-based execution and integration with HuggingFace/DeepSpeed for large-model training.

An MCP server that exposes Oracle Cloud Infrastructure (OCI) Monitoring service APIs, enabling AI agents to query metrics, create alarms, manage metric namespaces, and retrieve telemetry data from OCI resources.

Provides a read-only Model Context Protocol (MCP) server that exposes live SAP Netweaver Gateway data (via CData JDBC Driver for SAP Netweaver Gateway) to MCP-capable clients (e.g., Claude Desktop). It maps gateway data to relational/SQL-like access and exposes MCP tools to list tables/columns and run SELECT queries.

Provides an MCP (Model Context Protocol) server for Grafana Tempo that exposes tools to run Tempo trace searches and fetch detailed trace information, including some “intelligent” detection/handling of query formats and time range inputs.

An MCP server package that provides PubMed-related capabilities to an agent via the Model Context Protocol. It is intended to let an AI agent query and retrieve PubMed article data as part of a tool-using workflow.

Provides an open-source “skill” for AI coding/agent platforms that can generate images and videos using CyberBara-backed models (e.g., Nano Banana, Sora, Seedance, Kling/Ve o), including helper commands for credit quotation/balance checks and task waiting to retrieve final media URLs.

Provides an MCP server for querying YouTube data (e.g., search channels and fetch channel metadata/stats) using two transports: stdio for local use and a remote SSE-based transport exposed over HTTP.

An MCP server that exposes Oracle Cloud Infrastructure (OCI) NoSQL Database service APIs, enabling AI agents to create and manage serverless NoSQL tables, define schemas with flexible data types, perform CRUD operations, manage indexes, and configure capacity and auto-scaling for Oracle NoSQL Cloud Service.

Provides a local, read-only MCP server that exposes Active Directory data through an MCP tool interface by wrapping the CData JDBC Driver for Active Directory. The server communicates over stdio for use with local MCP clients (e.g., Claude Desktop) and supports listing tables/columns and running SQL SELECT queries via MCP tools.

Provides an MCP server (FastMCP) and supporting FastAPI “Store API” for importing, storing (PostgreSQL + pgvector), and semantic-searching German legal texts (scraped/parsed from gesetze-im-internet.de). Includes a CLI for importing/querying and an MCP tool set for AI assistants to search and retrieve legal sections.

An open-source desktop application that serves as an MCP host, connecting any LLM (ChatGPT, Anthropic, Ollama, OpenAI-compatible) with MCP servers through a unified chat interface. Supports stdio and SSE MCP transports, includes built-in tools (Fetch, File Manager, Bash), offers 24+ language support, and provides an installer agent for automatic MCP server configuration. Available in Electron and Tauri variants across Windows, macOS, and Linux.

GhidrAssistMCP is a Ghidra extension that runs an MCP (Model Context Protocol) server, exposing a set of reverse-engineering tools, static program resources, and pre-built prompts so external AI assistants/tools can query and modify analysis state inside Ghidra (e.g., functions, strings, types, comments, renaming, structure operations).

Provides a Python-based Model Context Protocol (MCP) server that connects to one or more Jenkins instances to diagnose build failures, explore sub-build hierarchies, trigger builds, discover job parameters, and extract/search log content. It supports configurable diagnostic rules and optionally semantic/vector search for cross-build similarity.

Provides an MCP server that exposes Java/JMX management operations through the Jolokia JMX-over-HTTP bridge. Supports two modes: a standalone MCP server (connects to an existing Jolokia agent) and a JVM-agent MCP server (drops in as a JVM agent and opens an HTTP MCP endpoint).